59
San Jose State University San Jose State University SJSU ScholarWorks SJSU ScholarWorks Master's Theses Master's Theses and Graduate Research Spring 2019 The Relationship Between Remote Work and Job Satisfaction: The Relationship Between Remote Work and Job Satisfaction: The Mediating Roles of Perceived Autonomy, Work-Family The Mediating Roles of Perceived Autonomy, Work-Family Conflict, and Telecommuting Intensity Conflict, and Telecommuting Intensity Marie Antoinette Schall San Jose State University Follow this and additional works at: https://scholarworks.sjsu.edu/etd_theses Recommended Citation Recommended Citation Schall, Marie Antoinette, "The Relationship Between Remote Work and Job Satisfaction: The Mediating Roles of Perceived Autonomy, Work-Family Conflict, and Telecommuting Intensity" (2019). Master's Theses. 5017. DOI: https://doi.org/10.31979/etd.2x82-58pg https://scholarworks.sjsu.edu/etd_theses/5017 This Thesis is brought to you for free and open access by the Master's Theses and Graduate Research at SJSU ScholarWorks. It has been accepted for inclusion in Master's Theses by an authorized administrator of SJSU ScholarWorks. For more information, please contact [email protected].

The Relationship Between Remote Work and Job Satisfaction

  • Upload
    others

  • View
    7

  • Download
    0

Embed Size (px)

Citation preview

Page 1: The Relationship Between Remote Work and Job Satisfaction

San Jose State University San Jose State University

SJSU ScholarWorks SJSU ScholarWorks

Master's Theses Master's Theses and Graduate Research

Spring 2019

The Relationship Between Remote Work and Job Satisfaction: The Relationship Between Remote Work and Job Satisfaction:

The Mediating Roles of Perceived Autonomy, Work-Family The Mediating Roles of Perceived Autonomy, Work-Family

Conflict, and Telecommuting Intensity Conflict, and Telecommuting Intensity

Marie Antoinette Schall San Jose State University

Follow this and additional works at: https://scholarworks.sjsu.edu/etd_theses

Recommended Citation Recommended Citation Schall, Marie Antoinette, "The Relationship Between Remote Work and Job Satisfaction: The Mediating Roles of Perceived Autonomy, Work-Family Conflict, and Telecommuting Intensity" (2019). Master's Theses. 5017. DOI: https://doi.org/10.31979/etd.2x82-58pg https://scholarworks.sjsu.edu/etd_theses/5017

This Thesis is brought to you for free and open access by the Master's Theses and Graduate Research at SJSU ScholarWorks. It has been accepted for inclusion in Master's Theses by an authorized administrator of SJSU ScholarWorks. For more information, please contact [email protected].

Page 2: The Relationship Between Remote Work and Job Satisfaction

THE RELATIONSHIP BETWEEN REMOTE WORK AND JOB SATISFACTION:

THE MEDIATING ROLES OF PERCEIVED AUTONOMY, WORK-FAMILY

CONFLICT, AND TELECOMMUTING INTENSITY

A Thesis

Presented to

The Faculty of the Department of Psychology

San Jose State University

In Partial Fulfillment

of the Requirements for the Degree

Master of Science

by

Marie Antoinette Schall

May 2019

Page 3: The Relationship Between Remote Work and Job Satisfaction

© 2019

Marie Antoinette Schall

ALL RIGHTS RESERVED

Page 4: The Relationship Between Remote Work and Job Satisfaction

The Designated Thesis Committee Approves the Thesis Titled

THE RELATIONSHIP BETWEEN REMOTE WORK AND JOB SATISFACTION:

THE MEDIATING ROLES OF PERCEIVED AUTONOMY, WORK-FAMILY

CONFLICT, AND TELECOMMUTING INTENSITY

by

Marie Antoinette Schall

APPROVED FOR THE DEPARTMENT OF PSYCHOLOGY

SAN JOSÉ STATE UNIVERSITY

May 2019

Dr. Altovise Rogers

Dr. Megumi Hosoda

Barbara Broker-

Bullick

Department of Psychology

Department of Psychology

Resources Global Professionals

Page 5: The Relationship Between Remote Work and Job Satisfaction

ABSTRACT

THE RELATIONSHIP BETWEEN REMOTE WORK AND JOB SATISFACTION:

THE MEDIATING ROLES OF PERCEIVED AUTONOMY, WORK-FAMILY

CONFLICT, AND TELECOMMUTING INTENSITY

by Marie Antoinette Schall

The purpose of the current study was to examine the relationship between remote

work and job satisfaction levels of employees in the workplace. Additionally, the

variables perceived autonomy, work-family conflict, and telecommuting intensity were

investigated as mediators. A total of 185 employees participated in the study, which

utilized an online survey. Results showed that remote work had a positive relationship

with job satisfaction. Perceived autonomy, work-family conflict, and telecommuting

intensity each mediated the relationship between remote work and job satisfaction. An

inverted u-shaped curvilinear relationship between the extent of working remotely

(telecommuting intensity) and job satisfaction was not found and instead support for a

positive, linear relationship was found. The major implication of the findings is that

increasing remote work in the workplace may be an efficient way to increase employees’

job satisfaction levels. This is because remote work influences employees to have higher

perceived autonomy, less work-family conflict, and more telecommuting intensity, which

in turn influences their job satisfaction.

Page 6: The Relationship Between Remote Work and Job Satisfaction

v

ACKNOWLEDGEMENTS

I would like to thank my thesis chair, Dr. Altovise Rogers, for her guidance and

genuine support thru the entire thesis process, along with second chair, Dr. Megumi

Hosoda, for her wisdom and attention to detail. In addition, I would like to thank my

former supervisor, Barbara Broker-Bullick, for being my third chair and for her

professional insight. In addition, I would like to thank my family for all their love and

encouragement, especially these last couple of years in grad school, my husband Jaycob

Fuega for being my #1 fan, and my friends for always pushing me forward. Lastly, a

special thank you to the cohort of 2017 for challenging me with your thoughts and ideas

on anything I/O. You are all truly inspiring people. Gracias a Dios por todo!

Page 7: The Relationship Between Remote Work and Job Satisfaction

vi

TABLE OF CONTENTS

List of Tables ................................................................................................................... viii

List of Figures .................................................................................................................... ix

Introduction ..........................................................................................................................1

History of Remote Work ................................................................................................4

Remote Work and Job Satisfaction ................................................................................6

The Mediating Effect of Perceived Autonomy ..............................................................9

The Mediating Effect of Work-Family Conflict ..........................................................11

The Mediating Effect of Telecommuting Intensity .....................................................15

Method ...............................................................................................................................18

Participants ...................................................................................................................18

Measures ......................................................................................................................21

Remote work ..........................................................................................................21

Job satisfaction .......................................................................................................21

Perceived autonomy ...............................................................................................21

Work-family conflict .............................................................................................22

Telecommuting intensity .......................................................................................22

Demographic information ......................................................................................23

Procedures ....................................................................................................................23

Results ................................................................................................................................25

Descriptive Statistics ....................................................................................................25

Pearson Correlations ....................................................................................................25

Test of Hypotheses .......................................................................................................30

Remote work’s curvilinear relationship .................................................................30

Mediating effect of perceived autonomy ...............................................................31

Mediating effect of work-family conflict ..............................................................33

Mediating effect of telecommuting intensity .........................................................34

Discussion ..........................................................................................................................36

Summary of Results .....................................................................................................36

Theoretical Implications ..............................................................................................38

Practical Implications...................................................................................................39

Strengths and Limitations ............................................................................................39

Future Research ...........................................................................................................41

Conclusion ...................................................................................................................41

References ..........................................................................................................................43

Page 8: The Relationship Between Remote Work and Job Satisfaction

vii

Appendix ............................................................................................................................48

Survey Items ................................................................................................................48

Page 9: The Relationship Between Remote Work and Job Satisfaction

viii

LIST OF TABLES

Table 1. Demographic and Characteristics of Participants ...............................................20

Table 2. Descriptive Statistics, Pearson Correlations Among Variables ...........................28

Table 3. Descriptive Statistics of Telecommuting Intensity .............................................29

Page 10: The Relationship Between Remote Work and Job Satisfaction

ix

LIST OF FIGURES

Figure 1. Theoretical framework of the relationship between remote work and job

satisfaction with mediators ..................................................................................3

Figure 2. Mediation model for job satisfaction using perceived autonomy as the

mediator and remote work as a predictor ..........................................................32

Figure 3. Mediation model for job satisfaction using work-family conflict as the

mediator and remote work as a predictor ..........................................................34

Figure 4. Mediation model for job satisfaction using telecommuting intensity as the

mediator and remote work as a predictor ..........................................................35

Page 11: The Relationship Between Remote Work and Job Satisfaction

1

Introduction

In the last decade, renewed interest has emerged in studying the effects of remote

work due to the increase of technology and globalization (Caramela, 2017). Technology

is now making it easier to work anywhere in the world, as long as one is connected to the

Internet (Hendricks, 2014). According to a research-based consulting company, Global

Workplace Analytics (GWA), 80% to 90% of the U.S. workforce said that they would

like to work remotely on a part-time basis (Latest Telecommuting Statistics, 2017).

Thus, the expectations of more flexible work arrangements are increasing, which may

potentially impact employees’ level of job satisfaction, overall job performance, work-

family conflict levels, and/or turnover intention rates.

In recent years, disagreement around the performance of remote employees has

received wide attention in the media as some argue that working from home allows

employees to be more productive due to fewer office distractions, while others argue that

working from home is not the best environment because it allows for more home

distractions (Fonner & Roloff, 2010). For instance, Marissa Mayer, former CEO of

Yahoo, ended the remote work policy for all employees in 2013 and stated, “to become

the absolute best place to work, communication and collaboration will be important, so

we need to be working side-by-side” (Pepitone, 2013, p. 1). However, according to a

Gallup report on the State American Workplace, “people who work remotely are more

engaged, enthusiastic, and committed to their work — only if they work outside the

office 20% of the time or less” (Gallup, 2017, p. 29). Therefore, it is paramount that if

organizations want to remain profitable and stay competitive in a growing technological

Page 12: The Relationship Between Remote Work and Job Satisfaction

2

society, better understanding of the consequences of remote work is vital for the future of

the workplace.

According to some researchers (e.g., Allen, Renn, & Griffeth, 2003; Bailey &

Kurland, 2002), the body of literature on remote work is based on problematic

assumptions regarding remote work’s impact on the individual and organizational level.

These assumptions are: employees work remotely full-time, employees work remotely on

a permanent basis, and remote work impacts the organization positively (i.e., cost

savings) (Bailey & Kurland, 2002). In the last 20 years, researchers have found

inconsistent results with employee job satisfaction, job performance, and work-family

conflict when analyzing the consequences of remote work (Gajendran & Harrison, 2007;

Golden, 2006). Researchers have expressed their concern that current managers and

researchers in the field may not be able to rely on literature for guidance on how remote

work affects individual telecommuters. However, recently more researchers are studying

the potential positive and negative consequences of remote work, due to changing work

dynamics via mobile work (e.g., Ferguson et al., 2016).

Until now, few researchers have examined the potential mediators of remote work;

therefore, with the current state of knowledge on remote work, this paper aims to

contribute to the limited literature on this topic by examining the relationship between

remote work and job satisfaction. More specifically, the current research examines the

mediating role of work-family conflict, perceived autonomy, and telecommuting intensity

on the relationship between remote work and job satisfaction. Figure 1 demonstrates the

proposed theoretical framework of the hypotheses that are examined in the current study.

Page 13: The Relationship Between Remote Work and Job Satisfaction

3

In the literature review, I begin by providing a brief history of remote work and its

origin. Next, I review past literature on the direct relationship between remote work and

job satisfaction and address different arguments made by researchers due to their

conflicting findings on this relationship. The discussion continues by reviewing research

findings on perceived autonomy as a potential mediator of the relationship between

remote work and job satisfaction. Then, I investigate literature on work-family conflict

as a potential mediator in relation to remote work and job satisfaction. Lastly, I review

the literature on the topic of telecommuting intensity and its potential mediating effect on

the relationship between remote work and job satisfaction.

Remote Work

Job Satisfaction

Work-Family Conflict

Perceived Autonomy

Telecommuting Intensity

Figure 1. Theoretical framework of the relationship between remote work and job

satisfaction with mediators

Predictor Outcome

Mediators

Page 14: The Relationship Between Remote Work and Job Satisfaction

4

History of Remote Work

According to Gajendran and Harrison (2007), the umbrella term distributed work is

defined as the “arrangement that allows employees and their task to be shared across

settings away from a central place of business or physical organizational location” (pp.

1524-1525). The authors state that the most well-known type of distributed work is

telecommuting; however, this work arrangement is also recognized as telework or remote

work. This work arrangement was originally defined as working from a remote location

away from a standard office or work site and was first coined by Jack Nilles in the 1970s,

while stuck in traffic in LA (Kurland & Bailey, 1999). Even though the terms

teleworking and telecommuting are used interchangeably, some still argue there are

differences between the two terms. For example, Garrett and Danziger (2007) argue that

telework is a broader concept and has four dimensions (work location, information

technology, time distribution, and diversity of employment). Telecommuting is more

specific and means completing work at a remote location in order to decrease commuting

time (Ellison, 2004).

Nilles (1994) defines telework as “working outside the conventional workplace and

communicating with by way of telecommunications or computer-based technology”

(Bailey & Kurland, 2002, p. 384). Similarly, Fitzer (1997) defines telework as a “work

arrangement in which employees perform their regular work at a site other than the

ordinary workplace, supported by technological connections” (Fonner & Roloff, 2010, p.

336). Most recently, the idea of mobile work or mWork (defined as “the frequency of

using a smartphone or a tablet with Internet access to engage in work tasks during family

Page 15: The Relationship Between Remote Work and Job Satisfaction

5

time”) has emerged as a common form of remote work because of the increase in

opportunity to connect with anyone via internet on one’s mobile device, even outside

working hours (Ferguson et al., 2016, p. 520). Overall, organizations now prefer to use

the term “working remotely” or “working from home” instead of

telecommuting/teleworking because it sounds more modern (Parris, 2017). Parris (2017)

also added that there is no consistency in terminology “Since the idea of telecommuting

has been around for decades, thus new words and phrases come to replace what is, in

theory, a not-so-new workplace concept” (Parris, 2017, para. 7). This author concluded

that all five terms (remote working, working remotely, working from home, teleworking,

and telecommuting) are comparatively synonymous, therefore it is best not to use one

term exclusively. For this reason, this study will use the term “remote work” and will be

based on literature that uses teleworking, telecommuting, or remote working as their

choice in terminology, consistent with the proposed definition of telework by Fitzer

(1997) and Nilles (1994).

The nature of remote work allows an employee to have a flexible work location and

in 2016, the amount of people working remotely in the U.S. (at least part-time) increased

to 43% (Darley, 2017). For many working professionals, having a flexible work location

provides certain cost savings, such as spending less time on the road commuting to work,

spending less money on gas for transportation, and spending less time deciding what

clothing to wear for that particular workday. For this reason, an employer who offers

his/her employees the option to work remotely may demonstrate the importance of

meeting the needs of the employees. Consequently, employees may perceive this as the

Page 16: The Relationship Between Remote Work and Job Satisfaction

6

company’s way of modifying the work setting in order to meet their needs, which in

return may reflect “a greater fit between themselves and their jobs” (Gajendran &

Harrison, 2007, p. 1528). For this reason, many authors in the past literature have

focused on one particular consequence of remote work: job satisfaction.

Remote Work and Job Satisfaction

Locke (1976) defined job satisfaction as “a pleasurable or positive emotional state

resulting from the appraisal of one's job or job experiences" (p. 1304). Overall, the

relationship between remote work and job satisfaction derives from the assumption that

remote work allows workers more flexibility and more autonomy in how their work is

achieved, which allows the employee to meet the demands of their job and their own

personal (life and family) demands (Virick, DaSilva, & Arrington, 2010).

Mixed conclusions have been reported regarding whether telecommuting has positive

or negative effects on job satisfaction (Bailey & Kurland, 2002). For example, some

researchers have found support for the linear relationship between telecommuting and job

satisfaction, suggesting that employees who work remotely more are more satisfied with

their jobs (Dubrin, 1991; Guimaraes & Dallow, 1999) or that employees who work

remotely more are less satisfied with their jobs (Cooper & Kurland, 2002; Pinsonneault &

Boisvert, 2001). In contrast to the argument about a linear relationship between remote

work and job satisfaction, Golden (2006) found support for an inverted u-shaped

(curvilinear) relationship between the extent of telecommuting (or the amount of time

spent working remotely) and job satisfaction. The authors imply that as remote work

increases, job satisfaction increases; however, it only increases up to a certain point

Page 17: The Relationship Between Remote Work and Job Satisfaction

7

(Golden & Veiga, 2005). Further increases in remote work led to a decrease in job

satisfaction (Golden, 2006). These findings imply that managers and telecommuters

should be cautious when employees telecommute substantially, as it may decrease the

quality of employee relations, which would subsequently affect job satisfaction. The

researchers suggest that managers should limit telecommuting to only a couple of days

per week, so that both needs (a flexible schedule and social interaction with colleagues)

are met. In sum, Golden (2006) concluded that remote work is likely to promote job

satisfaction, however only up to a point.

Golden and Veiga (2005) examined the relationship between remote work and job

satisfaction among 321 professional-level employees. The researchers collected and

measured remote work in the number of hours they spent working remotely per week

(telecommuting intensity). The researchers were the first to posit a curvilinear

relationship (inverted u-shaped), such that employees would experience higher levels of

job satisfaction at lower levels of remote work and lower levels of job satisfaction at

higher levels of remote work. Based on their findings, the researchers found support for

a curvilinear relationship. The researchers found that the relationship between working

remotely and job satisfaction subsided, and the employees’ job satisfaction levels

decreased at higher levels of remote work. In other words, this finding’s main

implication is that employees are able to socially connect in person with their coworkers

and managers, while also having the flexibility of meeting their personal needs when they

work remotely only several days out of the week. Alternatively, when employees work

the majority of their work week remotely, they experience more isolation due to less

Page 18: The Relationship Between Remote Work and Job Satisfaction

8

social interaction with their colleagues at work, which leads to a decline in their job

satisfaction levels.

Allen, Golden, and Shockley (2015) found in a recent meta-analysis that remote work

was positively associated with job satisfaction, however, the correlation was small (r =

.09). In addition, the authors found that the extent of telecommuting did not relate

equally to job satisfaction, which explains why the association between remote work and

job satisfaction is curvilinear. In particular, the researchers found that as remote work

increased, so did the employees’ levels of job satisfaction, but only up to a point (15.1

hours per week). After that, as remote work continued to increase, employees’ levels of

job satisfaction started to decrease. In sum, Allen et al. (2015) posited that this

curvilinear relationship may be due to the lack of social interaction with coworkers and

the increased perception of isolation, which telecommuters may experience when

teleworking too frequently during the week. These potential drawbacks may

counterbalance the benefits of working remotely which may impact employees’ overall

job satisfaction. Thus, the following hypothesis was made:

Hypothesis 1: There will be a curvilinear relationship between the intensity of

remote work and job satisfaction, such that as the intensity of remote work

increases, job satisfaction will increase, but only to a point, beyond which further

increases in the intensity of remote work will lead to a decrease in job

satisfaction.

Page 19: The Relationship Between Remote Work and Job Satisfaction

9

The Mediating Effect of Perceived Autonomy

With regards to the relationship between remote work and job satisfaction, another

major belief that has been analyzed extensively is the perception of autonomy.

According to Hackman and Oldham (1976), autonomy is defined as “the extent to which

employees have control and discretion for how to conduct their tasks” (p. 250) and is in

accordance with self-determination theory – a general theory based on human motivation

and personality (Deci & Ryan, 1985). For example, Golden (2006) used Hackman and

Oldham’s (1976) job characteristics model (JCM) in their study to explain the

relationship between telecommuting and job satisfaction, which states that autonomy is

an important job characteristic that leads to job satisfaction. In this case, since

telecommuters experience high autonomy (by nature of the job) this too may positively

affect their job satisfaction in accordance to the JCM model. More specifically,

perceived autonomy is defined as “the degree to which an individual perceives his or her

actions as a result of his or her own free will, without external interference in a certain

situation” (Yoonhyuk, 2011, p. 497). Therefore, when employees feel as though their

decisions or actions are made at their own discretion, the individual will then become

intrinsically motivated.

In the meta-analysis of Gajendran and Harrison (2007), the authors examined the

proximal (mediating) and distal consequences of telecommuting on the individual level.

The authors’ theoretical framework was based on three themes that were found

throughout the body of literature on remote work: 1) psychological control (or perceived

autonomy), 2) the work-family interface, and 3) the concern of “relational

Page 20: The Relationship Between Remote Work and Job Satisfaction

10

impoverishment” from telecommuting due to a decrease in social interactions with

colleagues. The researchers based their model on a multi-dimensional framework

supported by Allen et al. (2003) and Feldman and Gainey (1997) that focused on “how

telecommuting design may affect the telecommuters’ work environment and outcomes

through its effects on the social system of the telecommuter, autonomy and self-

management opportunities and requirements, and role boundaries…” (Allen et al., 2003,

p. 125).

Based on this theory, the authors posited that telecommuting had five individual

outcomes: job satisfaction, performance, turnover intention, role stress, and perceived

career prospects and these outcomes are mediated by perceived autonomy, work-family

conflict, and relationship quality with supervisor and coworkers. After analyzing 46

studies, which included 12,883 employees in natural settings, the authors found that

telecommuting had small, however, beneficial effects on the employee’s proximal

outcomes, such that employees perceive higher autonomy, less work-family conflict, and

higher relationship quality with supervisors. Gajendran and Harrison (2007) also found

that distal outcomes, such as performance, job satisfaction, turnover intent, and role stress

were partially mediated by perception of autonomy.

A more recent study found that the more time employees spent working remotely

(versus in the office) the higher their perception of autonomy (Gajendran, Harrison, &

Delaney-Klinger, 2014). The researchers based their theory on the job demands

resources (JD-R) model, in which “resources refer to those aspects of jobs that enable

employees to meet work-related goals” (Gajendran et al., 2014, p. 355). In this case,

Page 21: The Relationship Between Remote Work and Job Satisfaction

11

autonomy would be considered a valued job resource for remote employees. Based on

this model, the researcher’s finding makes sense due to the nature of the job of having

more freedom to work outside the typical norm of working in one conventional location,

such as an office, versus working from home or at a coffee shop. Having the flexibility

to work outside a structured location may increase employees’ perception of making

more independent and self-directed decisions on how to handle their own jobs and

responsibilities. Thus, the following hypothesis was made:

Hypothesis 2: Perceived autonomy will mediate the relationship between remote

work and job satisfaction, such that remote work will lead to higher perceptions of

autonomy, which in turn will be associated with higher job satisfaction.

The Mediating Effect of Work-Family Conflict

Another major theme that has been investigated is remote work’s relationship to

work-family conflict. According to Greenhaus and Beutell (1985), work-family conflict

is produced by simultaneous “pressures from work and family roles that are mutually

incompatible” (p. 77). These authors further explain that work-family conflict occurs

when one role interferes with meeting the expectations of another role. There is much

debate surrounding this topic and past empirical literature has found inconclusive results

whether remote work is beneficial in relation to family roles or not (Raghuram &

Wiesenfeld, 2004).

Golden, Veiga, and Simsek (2006) studied telecommuting and its differential impact

on work-family conflict. The researchers surveyed 454 working professionals who

divided their work time between a central work location (an office) and home. The

Page 22: The Relationship Between Remote Work and Job Satisfaction

12

researchers’ focus was to examine the mode of where work was being done (office or at

home) and if it would impact work-to-family conflict (WFC) and family-to-work conflict

(FWC). Work-to-family conflict is defined as work interfering with spouse/family

responsibilities, while family-to-work conflict is defined as spouse/family interfering

with work responsibilities (Golden et al., 2006). According to their results, the more an

employee engaged in telecommuting, the less work interfered with family, which reduced

work-to-family conflict. However, the more an employee engaged in telecommuting, the

more family interfered with work, which increased family-to-work conflict. In other

words, the researchers did not find support for a full integration between work and family

roles or else the researchers would have found a decrease in both work-to-family conflict

and family-to-work conflict (Golden et al., 2006). In this particular study, the

participants’ perception of job satisfaction was not examined as a potential outcome of

telecommuting, therefore, it would be interesting to assess if a mediating effect of work-

to-family conflict/family-to-work conflict would occur for the relationship between

telecommuting and job satisfaction. This is a gap that the current study explores, while

focusing only on work-to-family conflict as a potential mediator and not family-to-work

conflict.

In recent years, many researchers have focused on examining work-family conflict as

a potential mediator within different relationships, such as transformational leadership

and job satisfaction, job autonomy and job satisfaction, and job characteristics and well-

being at work, in which many have found that work-family conflict mediated or partially

mediated these relationships (Chambel, Carvalho, Cesario, & Lopes, 2017; Gözükara &

Page 23: The Relationship Between Remote Work and Job Satisfaction

13

Çolakoğlu, 2016; Munir, Nielsen, Garde, Albertsen & Carneiro, 2012). Along with

examining the direct effect of job autonomy with job satisfaction, Gözükara and

Çolakoğlu (2016) assessed the relationship between job autonomy and job satisfaction

with work-family conflict as the mediating factor. This research is based on role theory

which states that “work-family conflict arises from an inter-role conflict” (Gözükara &

Çolakoğlu, 2016, p. 255). After surveying 270 employees, they found that work-family

conflict had a negative mediating impact on the job autonomy and job satisfaction

relationship, such that higher amounts of autonomy led to lower work-family conflict,

which in turn led to higher amounts of job satisfaction.

Similarly, Chambel et al. (2017) also studied the mediating role of work-to-life

conflict for the relationship between job characteristics (i.e., job demands, job autonomy,

and supervisor support) and well-being at work (i.e. burnout and engagement). In this

study, the researchers specifically looked at part-time versus full-time employees from

call center companies in Portugal. After the researchers surveyed 736 (full-time or part-

time) employees, the researchers found that employees’ perceptions of job demand, job

autonomy and supervisor support levels were related to their overall well-being, in which

work-to-life conflict partially mediated the relationship between job characteristics and

well-being at work. Even though the researchers did not include remote work as part of

their study, it is still important to note what their findings were because they analyzed the

relationship between job autonomy and well-being, and well-being has been shown to be

connected to job satisfaction in past literature (Faragher, Cass, & Cooper, 2005).

Page 24: The Relationship Between Remote Work and Job Satisfaction

14

Fonner and Roloff (2010) examined the relationship between remote work and job

satisfaction in relation to work-life conflict. More specifically, the researchers examined

the degree to which remote work affected job satisfaction by considering the following

potential mediators: work-life conflict, stressful situations such as meetings or

interruptions, organizational politics and information exchange. After studying 89

teleworkers and 103 office-based employees, the researchers found that telecommuters

were more satisfied with their jobs than office-based employees and found work-life

conflict to be a mediator of the relationship between remote work and job satisfaction. In

this study, telecommuters were defined as employees who had an agreement with their

employer to regularly work at least three days a week from a location other than the

office (Fonner & Roloff, 2010). Overall, the researchers found that telecommuters

achieved important benefits from their arrangement at work and found that having less

work-life conflict was most instrumental to their overall satisfaction. The implications of

their results are that working remotely may ease conflicting situations with work and life,

which in turn may provide an overall more productive and satisfying work environment

and stated, “… spending less than 50% of the week in the collocated office affords more

flexibility and aids in the balance of work and personal roles, which teleworks find

satisfying” (Fonner & Roloff, 2010, pp. 352-353). Thus, the following hypothesis was

made:

Hypothesis 3: Work-family conflict will mediate the relationship between remote

work and job satisfaction, such that remote work will lead to lower work-family

conflict, which in turn will be associated with higher job satisfaction.

Page 25: The Relationship Between Remote Work and Job Satisfaction

15

The Mediating Effect of Telecommuting Intensity

The concept of “frequency” or the amount of time spent working remotely has

created an interesting debate on the topic of remote work in conjunction to employees’

job satisfaction levels. Many researchers believe that the frequency (measured in hours

or days) of remote work makes a difference on employees’ satisfaction levels (Gajendran

& Harrison, 2007; Golden & Viega, 2005). Telecommuting intensity is best defined by

Gajendran and Harrison (2007) as “the extent or amount of scheduled time that

employees spend doing tasks away from a central work location” (p. 1529). The concept

of telecommuting intensity has been around, but known by other terms, such as virtual

status (Wiesenfeld, Raghuram, & Garud, 1999), home-centered versus office centered

telework (Konradt, Hertel, & Schmook, 2003), virtuality (Scott & Timmerman, 1999) and

as extent of telecommuting (Golden & Veiga, 2005). According to Gajendran and

Harrison (2007), high-intensity telecommuters are those who spend all or the majority of

their work week away from a central location (telecommuting 2.5 days or more during

the work week), while low-intensity telecommuters are those who spend the majority of

their work week in a central location (telecommuting less than 2.5 days during the work

week).

Most recently, Virick et al. (2010) replicated the findings of a curvilinear relationship

between extent of telecommuting, job satisfaction, and life satisfaction. The sample

consisted of 575 exempt employees (only 85 indicated as telecommuters) and measured

the extent of telecommuting in days versus hours like Golden and Veiga (2005) did. The

researchers found that performance-outcome orientation, defined as the “degree to which

Page 26: The Relationship Between Remote Work and Job Satisfaction

16

objective criteria are used in employee evaluation,” moderated the curvilinear relation

between extent of telecommuting and job satisfaction (Virick et al., 2010, p.137). In

other words, the researchers found that when performance outcome orientation was high,

job satisfaction stayed the same regardless of the frequency of telecommuting. However,

when there was low performance outcome orientation, job satisfaction was highest when

there were moderate levels of telecommuting, not at low levels as predicted.

The researchers also found that worker type, defined as the workers’ levels of work

drive and work enjoyment (i.e. workaholic has high work drive and low levels of work

enjoyment), moderated the curvilinear relation between extent of telecommuting and life

satisfaction, such that workaholic employees experienced lower life satisfaction when

they engaged in moderate levels of telecommuting, while other employees experienced

the opposite. Particularly, other employees experienced higher life satisfaction when

telecommuting was moderate. However, the main implications of the study are that

remote workers are more satisfied with their lives when they work remotely at “moderate

levels” such as several days a week, which supports past literature on this topic (Allen et

al., 2015; Golden & Veiga, 2005; Golden, 2006). Virick et al. (2010) did not look at the

extent of telecommuting (telecommuting intensity) as a potential mediator between the

remote work and job satisfaction relationship. Therefore, the current study contributes to

the limited research on remote work by examining this relationship more extensively.

In the meta-analysis of Gajendran and Harrison (2007), the researchers indicated that

working remotely was mainly a good way to work because they found that working

remotely had beneficial effects on distal outcomes; increase in job satisfaction, lower

Page 27: The Relationship Between Remote Work and Job Satisfaction

17

turnover intentions and lower role stress, along with higher supervisor evaluations on job

performance (Gajendran and Harrison, 2007). Similarly, Golden (2006) stated “when the

extent of telecommuting is minimal, telecommuters are able to minimize reliance upon

electronic communication mediums, and therefore minimize isolation and frustration

while enjoying the benefit of increased feelings of autonomy and enhance overall job

satisfaction” (p. 321). Therefore, the relationship between remote work and job

satisfaction may be explained by the influence of telecommuting intensity as a mediator,

suggesting that those who engage in remote work, do so more frequently, which enhances

job satisfaction. Thus, the following hypothesis was made:

Hypothesis 4: Telecommuting intensity will mediate the relationship between

remote work and job satisfaction, such that remote work will lead to higher

telecommuting intensity, which in turn will be associated with higher job

satisfaction.

Page 28: The Relationship Between Remote Work and Job Satisfaction

18

Method

Participants

The sample included employees at a multinational professional services firm in

Northern California (San Jose, Walnut Creek, Sacramento, and San Francisco) and

Pacific North West (Seattle and Portland). Participation was optional, and all data were

collected through an anonymous survey link via Qualtrics. The participants came from a

variety of job positions (e.g., talent acquisition, human resources, operations, client

service, business development, and marketing). The sample also consisted of other

working professionals via LinkedIn. These LinkedIn participants came from a variety of

different job positions and organizations.

Demographic information is presented in Table 1. Overall, there was a total of 185

participants. The participants’ ages ranged from 22 – 65 years (M = 33.44, SD = 10.87)

with a median age of 29 years. The sample consisted of 60.5% females, 33.5% males,

and .5% identified as “other.” Close to half of the sample (44.3%) identified themselves

as being married and 45.4% identified as not being married. Among the participants,

30.3% had at least one child under the age of 18 years living at home, while the majority

(64.3%) did not. About 23% of the respondents were newly employed with their

organizations, with their tenure being less than a year, followed by 24.9% between 1-2

years, 21.1% between 3-4 years, 16.8% between 5-10 years, and 9.2% having been with

their organizations for more than 10 years. In terms of job tenure, 27.0% reported being

in their job role for less than a year, 32.4% between 1-2 years, 16.8% between 3-4 years,

10.8% between 5-10 years, and 7.6% had been in their job role for more than 10 years.

Page 29: The Relationship Between Remote Work and Job Satisfaction

19

The participants varied in organizational position within their organizations, with 8.1% as

administrative, 15.1% as entry-level, 22.7% as between entry level/mid management,

20.7%, as middle management, 8.1% as upper management, 3.2% as executive, and

17.3% as other. The majority of respondents were full-time employees (80.0%),

followed by part-time (14.6%), contract (6.5%), intern (2.7%), and casual (1.1%). A total

of 10 participants did not indicate their age, gender, marital status, if they had children

under the age of 18, organizational tenure, job tenure, or position at their company.

Page 30: The Relationship Between Remote Work and Job Satisfaction

20

Table 1

Demographic and Characteristics of Participants (N = 185)

Note. Mgmt is abbreviated for management; Org is abbreviated for organizational

Variable n %

Gender Male 62 33.5%

Female 112 60.5%

Other 1 .5%

Marital

status

Married 82 44.3%

Widowed 1 .5%

Divorced 6 3.2%

Separated 2 1.1%

Never Married 84 45.4%

Children

under 18 yrs

Yes 56 30.3%

No 119 64.3%

Org tenure Less than a year 42 22.7%

1 – 2 years 46 24.9%

3 – 4 years 39 21.1%

5 – 10 years 31 16.8%

> 10 years

17 9.2%

Job tenure Less than a year 50 27.0%

1 – 2 years 60 32.4%

3 – 4 years 31 16.8%

5 – 10 years 20 10.8%

> 10 years 14 7.6%

Position Admin 15 8.1%

Entry 28 15.1%

Entry/mid mgmt 42 22.7%

Mid mgmt 37 20.0%

Upper mgmt 15 8.1%

Executive 6 3.2%

Other 32 17.3%

Page 31: The Relationship Between Remote Work and Job Satisfaction

21

Measures

Remote work. A single item was created to measure whether participants engaged in

remote work or not. The item was, “Do you engage in remote work activities during the

work week? Note: Remote work is defined as performing regular work at a site other than

the main office, supported by technological connections (e.g., working remotely, working

from home, working from a coffee shop.” The responses to this item were either “yes” or

“no.”

Job satisfaction. The Brayfield-Rothe Job Satisfaction Index (Brayfield & Rothe,

1955) is a five-item scale that was selected to measure the overall job satisfaction levels

of all employees. Items were rated on a 7-point Likert scale (1 = Strongly disagree, 2 =

Disagree, 3 = Somewhat disagree, 4 = Neither agree nor disagree, 5 = Somewhat agree,

6 = Agree, 7 = Strongly agree). Items included “I feel fairly satisfied with my present

job” and “I find real enjoyment in my work.” The participants’ responses were averaged

to create an overall job satisfaction score in which higher scores indicated higher job

satisfaction. Cronbach’s alpha (internal consistency) demonstrated high reliability of the

scale (α = .84).

Perceived autonomy. The Work Design Questionnaire (Morgeson & Humphrey,

2006) is a nine-item scale that was chosen to measure the employees’ perceptions of

autonomy in three different areas (work-scheduling autonomy, decision-making

autonomy, and work methods autonomy). Items were rated on a 5-point Likert scale (1 =

Strongly disagree, 2 = Disagree, 3 = Neither agree nor disagree, 4 = Agree, 5 = Strongly

agree). Items included “The job allows me to make my own decisions about how to

Page 32: The Relationship Between Remote Work and Job Satisfaction

22

schedule my work” and “The job gives me considerable opportunity for independence

and freedom in how I do the work.” The participants’ responses were averaged to create

an overall perceived autonomy score in which higher scores indicated higher perceived

autonomy. Cronbach’s alpha demonstrated high reliability of the scale (α = .93).

Work-family conflict. The Work-Family Conflict Scale (Netemeyer, McMurrian, &

Boles, 1996) is a five-item scale that was used for this study to measure how work

interferes with family. Items were rated on a 7-point Likert scale (1 = Strongly disagree,

2 = Disagree, 3 = Somewhat disagree, 4 = Neither agree nor disagree, 5 = Somewhat

agree, 6 = Agree, 7 = Strongly agree). Items included “The demands of my work

interfere with my home and family life” and “My job produces strain that makes it

difficult to fulfill family duties.” The participants’ responses were averaged to create an

overall work-family conflict score in which higher scores indicated higher work-family

conflict. Cronbach’s alpha demonstrated high reliability of the scale (α = .95).

Telecommuting intensity. Two different scales were combined together to measure

telecommuting intensity. First, the three-item Extent of Telecommuting scale (Golden et

al., 2006) was modified and selected to measure the number of hours per week employees

spent working remotely. Items included “In a typical week, how many hours do you

spend working remotely?” In addition, the scale by researcher Spilker (2014) was

modified and used to measure telecommuting intensity in more detail, which measured

the number of hours per day employees spent working remotely in different locations

(e.g., office, home office, coffee shop) and the total amount in the form of a percentage

Page 33: The Relationship Between Remote Work and Job Satisfaction

23

for the week. The item was, “What percentage of an average week do you spend working

remotely? (0-100%)”.

Demographic information. Participants were also asked their background

information, which included questions regarding age, gender (male, female, or other),

marital status (married, widowed, divorced, separated, or never married), a number of

children (who are under the age of 18) living at home, organizational tenure, job tenure,

organizational position, and work arrangement (i.e., part-time, full-time, casual, contract

or intern). Both organizational tenure and job tenure were classified into five groups (i.e.,

less than a year, 1-2 years, 3-4 years, 5-10 years, and more than 10 years).

Organizational position was classified into seven groups (i.e., administrative, entry level,

between entry level/mid-management, middle management, upper management,

executive, and other) and the participant was able to select more than one, if applicable.

Procedures

Participants were randomly selected from the organization through pre-existing email

distribution groups: Group Region NorCal, Group Region PNW. All employees received

an email inviting them to take part in the optional online survey. The email contained a

brief explanation of the purpose of the study ensuring anonymity via an embedded

anonymous link that directed them to an online survey (created on Qualtrics). Upon

clicking on the link, the first page presented was the informed consent notice,

highlighting the purpose of the study, the procedures of the study, contact information,

and rights of the participants. The consent notice also informed the participants that

information gathered in the study would be kept anonymous, accessible only to the

Page 34: The Relationship Between Remote Work and Job Satisfaction

24

researchers, and aggregate data would be shared with the company upon request. All

submissions were collected once the participant selected the yellow right arrow button,

which signified the end of the survey. The survey was open for one month and surveys

were completed online during various times in the day and in various locations (i.e., at

home, at work). On average, the survey took a participant 10-15 minutes to complete.

In order to gather additional participants for the study, the survey was also posted on

my LinkedIn page. The online post contained a brief message inviting those directly

connected to me to participate, along with the anonymous link that directed them to the

online survey. The LinkedIn participants followed the same online process as the

participants from the professional services firm. The collected data was analyzed using

SPSS (Version 24).

Page 35: The Relationship Between Remote Work and Job Satisfaction

25

Results

Descriptive Statistics

Means and standard deviations for all the variables are presented in Table 2. The

purpose of conducting this analysis was to check central tendency and variability for each

variable. Among the participants, 77% indicated that they engaged in remote work

activities during the average work week, while 23% of the participants did not.

According to the sample’s telecommuting intensity results, the participants spent on

average 13.7 hours of their week working remotely, which classifies the average

participant as a low-intensity telecommuter (M = 13.70, SD = 15.0). The respondents’

ratings of their overall job satisfaction were moderately high (M = 5.49, SD = 1.05).

Ratings of participants’ perceived autonomy were moderately high as well (M = 4.04, SD

= .77). Ratings of the respondents’ overall work-family conflict were moderately low,

meaning participants perceived their jobs to have low interference with their

spouse/family commitments (M = 3.10, SD = 1.61). More in-depth calculations were

conducted for telecommuting intensity and can be found in Table 3. According to the

results, Friday was the day of the week that participants (on average) worked remotely

the most frequently (M = 3.51, SD = 3.71). On average, participants spent more hours

working remotely from their home offices versus satellite offices, coffee shops, or in

other remote locations (M = 10.90, SD = 13.39).

Pearson Correlations

In Table 2, correlations are displayed that test the relationships among the study

variables. Remote work and telecommuting intensity had a moderately positive,

Page 36: The Relationship Between Remote Work and Job Satisfaction

26

significant relationship, r(168) = .50, p < .01, such that those who were engaged in

remote work did so more intensely on a weekly basis. Remote work and job satisfaction

had a moderately positive, significant relationship, r(168) = .16, p < .05, indicating that

those who were engaged in remote work experienced higher job satisfaction. Remote

work and perceived autonomy had a moderately, positive significant relationship, r(168)

= .32, p < .01, such that those who were engaged in remote work experienced higher job

autonomy. Remote work and work-family conflict had a moderately, negative significant

relationship, r(168) = -.24, p < .01, suggesting that those who were engaged in remote

work experienced lower work-family conflict.

In regard to the relationship between telecommuting intensity and job satisfaction, a

positive, significant relationship was found, r(168) = .27, p < .01, such that a higher

amount of telecommuting was related to a higher perception of satisfaction with one’s

job. Telecommuting intensity was positively related to perceived autonomy, r(168) =

.36, p < .01, indicating that a higher amount of telecommuting was related to higher

perception of independence. Telecommuting intensity was negatively related to work-

family conflict, r(168) = -.25, p < .01, suggesting that a higher amount of telecommuting

was related to lower perceptions of conflict between work obligations and spouse/family

obligations.

The relationship between perceived autonomy and job satisfaction was found to be

strong, positive and significant, r(168) = .55, p < .01, indicating that higher perception of

independence was related to higher satisfaction of one’s job. A moderately strong

negative relationship was found between work-family conflict and job satisfaction, r(168)

Page 37: The Relationship Between Remote Work and Job Satisfaction

27

= -.33, p < .01, such that higher conflict between work and home was related to lower

satisfaction of one’s job. A significant strong, negative relationship between perceived

autonomy and work-family conflict was found, r(168) = -.41, p < .01, indicating that

higher perception of independence was associated with a lower perception of conflict

between work obligations and spouse/family obligations.

Overall, these results indicated that employees who engaged in remote work

perceived their jobs to be more autonomous, reported less work-family conflict, and

experienced higher job satisfaction levels.

Page 38: The Relationship Between Remote Work and Job Satisfaction

28

Tab

le 2

D

escr

ipti

ve S

tati

stic

s, P

ears

on

Corr

elati

ons

Am

ong V

ari

able

s

It

em

M

S

D

1

2

3

4

5

1.

Rem

ote

Wo

rk

.77

.4

2

--

2.

Tel

eco

mm

uti

ng I

nte

nsi

ty

13.7

0

15.0

.5

0

**

--

3.

Job

Sat

isfa

ctio

n

5.4

9

1.0

5

.16

*

.27

**

-

-

4.

Per

ceiv

ed A

uto

no

my

4.0

4

.77

.32

**

.36

**

.5

5

**

--

5.

Wo

rk-F

amil

y C

on

flic

t 3.1

0

1.6

1

-.24

**

-.2

5

**

-.

33

*

*

-.4

1

**

-

-

No

te.

N =

17

0.

*p

< .

05

, ** p

< .

01

, *** p

< .

00

1

Page 39: The Relationship Between Remote Work and Job Satisfaction

29

Table 3

Descriptive Statistics of

Telecommuting Intensity N Min Max Mean SD

Telecommuter

Hours per

week 179 0 60 13.70 15.30

Percent of

week 157 0 100 35.40 34.90

Total remote hours

per day of the week

Monday 184 0 12 2.71 3.60

Tuesday 183 0 12 2.31 3.46

Wednesday 185 0 12 2.56 3.48

Thursday 184 0 12 2.59 3.52

Friday 183 0 12 3.51 3.71

Not working

remotely

(Office) 181 0 58 24.70 16.17

Home office 181 0 50 10.90 13.39

Satellite office 184 0 40 .67 3.61

Coffee shop 183 0 35 .78 3.43

Other 185 0 60 1.37 6.15

Total remote hours

per week in different

locations

Page 40: The Relationship Between Remote Work and Job Satisfaction

30

Test of Hypotheses

Remote work’s curvilinear relationship. Hypothesis 1 stated the relationship

between remote work and job satisfaction would be curvilinear, such that as remote work

increased (telecommuting intensity), job satisfaction would improve; but only to a point,

beyond further remote work would lead to a decrease in job satisfaction. A hierarchical

regression analysis was conducted using the quadratic model in order to test this

hypothesis. A scatterplot bivariate graph was created in order to better visualize the

strength and direction between the predictor and outcome variables. Before the variables

were entered into the simple regression model, the predictor variable was squared.

In the first step of the regression analysis, the linear term of telecommuting intensity

was entered into the analysis and was found to be significantly related to job satisfaction,

with telecommuting intensity accounting for 9% of the variance for job satisfaction (R2 =

.09, R2 adj = .08, F(1,179) = 16.56, p < .01). This demonstrated that higher levels of

remote work were related to higher levels of job satisfaction.

In the second step, the quadratic form of telecommuting intensity was entered in order

to establish whether an inverted u-shaped curvilinear relationship existed between

telecommuting intensity and job satisfaction. This did not generate a significant increase

in variance accounted for with telecommuting intensity squared (ΔR2 = .00, F(1,178) =

9.03, p > .05). Thus, no evidence was found in support of a curvilinear relationship

between telecommuting intensity and job satisfaction. Overall, the results from these

analyses provided support for a significant, positive and linear relationship between

Page 41: The Relationship Between Remote Work and Job Satisfaction

31

telecommuting intensity and job satisfaction. Evidence of an inverted u-shaped

curvilinear relationship was not found; therefore Hypothesis 1 was not supported.

Mediating effect of perceived autonomy. Hypothesis 2 stated that perceived

autonomy would mediate the relationship between remote work and job satisfaction. To

test this mediation effect, multiple regression analyses were conducted using the four-step

approach proposed by Baron and Kenny (1986) who ran three regression analyses were

run to observe the significance of the unstandardized regression coefficients (b’s) in each

step. According to Baron and Kenny (1986), “this model assumes a three-variable

system such that there are causal paths feeding into the outcome variable: the direct

impact of the independent variable (Path c) and the impact of the mediator (Path b)

...independent variable to the mediator (Path a)” (p. 1176). In addition, a Sobel test was

conducted in order to test the indirect effect of perceived autonomy on the relationship

between remote and job satisfaction (path ab).

In step one of the analysis, the regression of remote work on job satisfaction, without

perceived autonomy as the mediator, was significant, R2 = .03, F(1,180) = 6.06, p < .05 –

path c was confirmed. In step two, the regression of remote work on the mediator

perceived autonomy was significant as well, R2 = .10, F(1,170) = 18.91, p < .001 – path a

was confirmed. In step three, perceived autonomy (the mediator), was also significant

and uniquely related to job satisfaction, β = .56, t = 8.20, p < .001 – path b was

confirmed. Additionally, remote work was no longer found as significant when

accounting for perceived autonomy in step two, β = -.02, t = -2.23, p = .82 – path c’ was

confirmed. After conducting the Sobel test, full mediation was found (z = 3.95, p <

Page 42: The Relationship Between Remote Work and Job Satisfaction

32

.001). Overall, these analyses suggested that the relationship between remote work and

job satisfaction was fully mediated by perceived autonomy. In other words, the ability to

work remotely gave increased perceptions of autonomy with their work schedule,

decision-making, and how their work was conducted, which in turn increased their

overall job satisfaction levels. Evidence of perceived autonomy as a mediator between

the remote work and job satisfaction relationship was found; therefore Hypothesis 2 was

supported (see Figure 2).

Figure 2. Mediation model for job satisfaction using perceived autonomy as the

mediator and remote work as a predictor. Note: * p < .05, ** p < .01, *** p < .001

Remote Work

Job Satisfaction

Perceived Autonomy

a = .58***

b = .76***

c’ = -.04

Page 43: The Relationship Between Remote Work and Job Satisfaction

33

Mediating effect of work-family conflict. Hypothesis 3 stated that work-family

conflict would mediate the relationship between remote work and job satisfaction. The

four-step approach proposed by Baron and Kenny (1986) was again used to test this

mediation effect. The Sobel test was again conducted in order to test the indirect effect

of work-family conflict on the relationship between remote and job satisfaction (path ab).

In step one of the analysis, the regression of remote work on job satisfaction, without

work-conflict as the mediator, was significant, R2 = .03, F(1,180) = 6.06, p < .05 – path c

was confirmed. In step two, the regression of remote work on the mediator work-family

conflict was significant as well, R2 = .06, F(1,178) = 11.32, p < .01 – path a was

confirmed. In step three, the mediator (work-family conflict) was also significant and

uniquely related to job satisfaction, β = -.35, t = -4.84, p < .001 – path b was confirmed.

Moreover, remote work was no longer found as significant when accounting for work-

family conflict in step two, β = -.10, t = 1.37, p = .17 – path c’ was confirmed. After

calculating the Sobel test, a full mediation was found (z = 2.96, p < .01). In summary,

these analyses suggested that the relationship between remote work and job satisfaction

was fully mediated by work-family conflict. In other words, remote work reduced work-

family stressors in their personal lives, which in turn increased their overall job

satisfaction levels. Evidence of work-family conflict as a mediator between the remote

work and job satisfaction relationship was found; therefore Hypothesis 3 was supported

(see Figure 3).

Page 44: The Relationship Between Remote Work and Job Satisfaction

34

Mediating effect of telecommuting intensity. Hypothesis 4 stated that

telecommuting intensity would mediate the relationship between remote work and job

satisfaction. The four-step approach by Baron and Kenny (1986) was conducted, along

with the Sobel test, in order to test the indirect effect.

In step one, the total (direct) effect of remote work on job satisfaction, without

telecommuting intensity as the mediator, was significant, R2 = .03, F(1,180) = 6.06, p <

.05 – path c was confirmed. In step two of the analysis, the indirect effect of remote

work on the mediator telecommuting intensity was significant as well, R2 = .24, F(1,181)

= 56.17, p < .001 – path a was confirmed. In step three of the analysis, the mediator

(telecommuting intensity) was significant and uniquely related to job satisfaction as well,

β = .02, t = 3.25, p < .01 – path b was confirmed. In addition, remote work was no longer

Remote Work

Job Satisfaction

Work-Family Conflict

a = -.97**

b = -.24***

c’ = .26

Figure 3. Mediation model for job satisfaction using work-family conflict as the

mediator and remote work as a predictor. Note: * p < .05, ** p < .01, *** p < .001

Page 45: The Relationship Between Remote Work and Job Satisfaction

35

found as significant when telecommuting intensity was considered in step two, β = .13, t

= .58, p = .56 – path c’ was confirmed. In order to test the indirect effect (path ab), a

Sobel test was conducted, and a full mediation was found (z = 3.04, p < .01). Overall,

these analyses suggested that the relationship between remote work and job satisfaction

was mediated by telecommuting intensity. Support for telecommuting intensity as a

mediator between the remote work and job satisfaction relationship was found; therefore

Hypothesis 4 was supported (see Figure 4).

Remote Work

Job Satisfaction

Telecommuting Intensity

a = 17.2***

b = .02**

c’ = .13

Figure 4. Mediation model for job satisfaction using telecommuting intensity as the

mediator and remote work as a predictor. Note: * p < .05, ** p < .01, *** p < .001

Page 46: The Relationship Between Remote Work and Job Satisfaction

36

Discussion

Remote work is progressively becoming more common due to the increase of

technology in the workplace (Caramela, 2017). Thus, the purpose of the current study

was to examine the relationship between remote work and job satisfaction among

working professionals. More specifically, the purpose was to address the mediating

effects of perceived autonomy, work-family conflict, and telecommuting intensity on the

relationship between remote work and job satisfaction. As a result, this study shines light

on current insight into employees’ attitudes of remote work along with its outcomes.

Summary of Results

Hypothesis 1 stated that a curvilinear relationship would exist between remote work

and satisfaction, meaning as remote work increased, job satisfaction would increase, but

only to a point, beyond which further increase in remote work would lead to a decrease in

job satisfaction. The extent of working remotely (or telecommuting intensity) was not

found to have an inverted u-shaped curvilinear relationship with job satisfaction. Instead,

the results of the analyses provided support for a positive, linear relationship between

telecommuting intensity and job satisfaction. These results challenge previous findings

that have found either a curvilinear relationship (Golden, 2006) or a negative relationship

between remote work and job satisfaction (Cooper & Kurland, 2002; Pinsonneault &

Boisvert, 2001). One possible reason of not finding a curvilinear relationship might be

due to the sample. In previous literature, curvilinear relationships were found in samples

that had “high-intensity” telecommuters, whereas the current sample had mostly “low-

intensity” telecommuters. If this study had a wide variety of telecommuters (in terms of

Page 47: The Relationship Between Remote Work and Job Satisfaction

37

their frequency of remote work) results may have differed. The results of this analysis

did not support Hypothesis 1.

Hypothesis 2 stated that an employee’s perception of autonomy would mediate the

relationship between remote work and job satisfaction, such that remote work would lead

to higher perception of autonomy, which in turn would be associated with higher job

satisfaction. Consistent with past research, the results of this study showed that perceived

autonomy fully mediated the relationship between remote work and job satisfaction

(Gajendran & Harrison, 2007). These results suggested that employees who engaged in

remote work had a perception of having more perceived autonomy, which led them to

become more satisfied with their jobs. The results of this analysis supported Hypothesis

2.

Hypothesis 3 stated that work-family conflict would mediate the relationship between

remote work and job satisfaction, such that remote work would lead to lower work-family

conflict, which in turn would be associated with higher job satisfaction. The results of

this study showed that work-family conflict fully mediated the relationship between

remote work and job satisfaction, which is consistent to what was found by Fonner and

Roloff (2010). These results indicate that employees who engaged in remote work had

fewer work interruptions with spouse/family time, which led the employee to become

more satisfied with their job. The results of this analysis supported Hypothesis 3.

Hypothesis 4 stated that telecommuting intensity would mediate the relationship

between remote work and job satisfaction. The results of this study showed that

telecommuting intensity mediated the relationship between remote work and job

Page 48: The Relationship Between Remote Work and Job Satisfaction

38

satisfaction. Limited research has looked at telecommuting intensity as a mediator and

instead have examined telecommuting intensity as a potential moderator (Gajendran &

Harrison, 2007). These results showed that those employees who engaged in remote

work, worked remotely more frequently, which led the employees to become more

satisfied with their jobs. The results of this analysis supported Hypothesis 4.

Theoretical Implications

The current study makes several theoretical contributions. Results of the current

study help to explain why remote work leads positively to job satisfaction. In line with

the literature by Golden (2006), the current study adds to the literature on remote work

and job satisfaction in accordance with the JCM model (1976). The JCM model helps

explain why working remotely may benefit the employee and increase their job

satisfaction. The findings from the current study indicated that employees who worked

remotely, had higher perceptions of autonomy, which in turn experienced greater

satisfaction with one’s job. In addition, the current study added to the literature on

remote work and work-family conflict, through the explanation of role theory (Gözükara

& Çolakoğlu, 2016, p. 255). Role theory helps explain why working remotely may

decrease work-family conflict by reducing “inter-role conflict” (Gözükara & Çolakoğlu,

2016, p. 255). Our findings suggest that there is a linear, positive relationship between

remote work and job satisfaction, suggesting that employees who work remotely more

frequently are more satisfied with their jobs (Dubrin, 1991; Guimaraes & Dallow, 1999).

This is due to the idea that working remotely provides greater flexibility for working

Page 49: The Relationship Between Remote Work and Job Satisfaction

39

professionals, such as the scheduling of one’s own hours and the ability to take care of

personal/family obligations, which may transcend to greater job satisfaction.

Practical Implications

According to previous literature on remote work, telecommuters who engage in

“moderate” levels of remote work (spend less than 20% of the work week remote) are

more satisfied than employees who do not (Gallup, 2017, p. 29). The results of the

current study indicated that the average employee engaged in 13.7 hours of remote work

per week and the relationship between remote work and job satisfaction was positive, not

curvilinear. Therefore, one practical implication of the study is that employers should

give their personnel the option to work remotely more often, especially if they want their

employees’ job satisfaction levels to increase. Also, having more satisfied employees

may affect retention rates, such as less turnover. This may help replacement costs, which

may ultimately improve the bottom line of the business. According to a 2017 Retention

Report, conducted by Work Institute, 75% of the causes of employee turnover are

preventable (Bolden-Barrett, 2017). Therefore, companies may want to create

formal/unformal telecommuting programs in order to retain employees, meet their needs,

and in return, have happier, more dedicated employees.

Strengths and Limitations

Strengths. One of the strengths of the study was the large sample size. With 185

participants total, the individuals varied in age, gender, job position, organizational tenure

and work arrangement. This allowed the findings of the study to increase external

validity; that is, the present findings are likely to generalize a population of working

Page 50: The Relationship Between Remote Work and Job Satisfaction

40

professionals. Another strength was the ability to gather data from working professionals

in different job roles/industries versus gathering data from students who may or may not

have relevant work experience. Lastly, the study builds upon the previous findings on

remote work and its relationship to job satisfaction and provides a better understanding as

to why remote work leads to higher job satisfaction. More specifically, this study

delivers a current perspective on who is engaging in remote work, when are they

engaging in remote work, and for how long during the work week.

Limitations. One of the major limitations of the study was the use of self-report

measures such as the job satisfaction, work-family conflict, and perceived autonomy

scales. The issue of a self-report study is that individuals may exaggerate or minimize

how they feel when answering questions on a survey, which may compromise the validity

of the study. Another limitation of the study was the survey itself. Certain questions on

the survey were bypassed by many participants, such as the demographic question asking

for the participant’s age. Consequently, many survey submissions contained missing

data. One major limitation of the study was that industry was not considered and was not

asked for as part of the demographics. A major portion of the study was recruited via

LinkedIn; therefore, it is unknown what sector each participant belonged to in the data

set. Learning how the employee engaged in remote work within their job/field would

have been valuable information to collect for this study. Lastly, one factor that should

have been considered was the location of the participant, specifically what state in the

U.S the participant resided in (i.e., certain employees in New Hampshire work remotely

more during the winter season than the summer season due weather conditions).

Page 51: The Relationship Between Remote Work and Job Satisfaction

41

Future Research

Future research on remote work should consider examining productivity as a possible

outcome of remote work or examining other potential mediating workplace variables,

such as employee engagement in the relationship between remote work and job

satisfaction. It would be interesting to examine productivity as an outcome of remote

work because of the on-going debate, as some argue that working remotely allows

employees to focus more on work due to fewer office distractions (more productive)

(Mann, Varey, & Button, 2000), while others argue that working remotely creates more

home distractions (less productive) (Fonner & Roloff, 2010). Also, future research on

remote work should consider examining employee engagement as a potential mediator in

the relationship between remote work and job satisfaction since there is limited research

in this area. Remote work may motivate employees which may generate higher levels of

engagement, which in turn may generate higher levels of job satisfaction. Lastly, future

research may want to examine different types of personalities in relation to remote work

and job satisfaction, such as neuroticism, extraversion, and openness. Certain

personalities may prefer to work remotely and may be greatly satisfied with the flexibility

it offers, while other personalities may not feel comfortable with integrating work with

their homes and may not feel as satisfied. Nonetheless, more research on remote work is

needed.

Conclusion

The main goal of the study was to investigate the manner in which remote work

impacts employees’ job satisfaction levels. The findings suggest that engaging in remote

Page 52: The Relationship Between Remote Work and Job Satisfaction

42

work increases employees’ job satisfaction levels. More specifically, as the intensity of

remote work increases, job satisfaction also increases, and there is no point of decline as

previously hypothesized. In addition, perceived autonomy, work-family conflict, and

telecommuting intensity were investigated as potential mediators. The results suggest

that employees who engage in remote work have greater perceptions of autonomy, which

leads them to become more content with their occupations. Also, the results imply that

employees who engage in remote work have fewer work disruptions with family time,

which also leads them to become more content with their occupations. Lastly, the results

suggest that employees who engage in remote work, do so more frequently, which leads

to greater satisfaction with their jobs. In summary, engaging in remote work may benefit

employees with providing a more autonomous work environment and, in parallel,

mitigate work-family stressors. In return, this may also benefit the employer by having a

more satisfied workforce. Overall, the results of the study may help future organizations

decide whether to invest in telecommuting programs within their businesses.

Page 53: The Relationship Between Remote Work and Job Satisfaction

43

References

Allen, D. G., Renn, R. W., & Griffeth, R. W. (2003). The impact of telecommuting

design on social systems, self-regulation, and role boundaries. In G. Ferris & J.

Martochhio (Eds.), Research in personnel and human resources management (pp.

125–163). Boston: JAI Press.

Allen, T. D., Golden, T. D., & Shockley, K. M. (2015). How effective is telecommuting?

Assessing the status of our scientific findings. Psychological Science in the Public

Interest, 16, 40–68. doi:10.1177/1529100615593273

Bailey, D. E., & Kurland, N. B. (2002). A review of telework research: Findings, new

directions and lessons for the study of modern work. Journal of Organizational

Behavior, 23, 383-400. doi:10.1002/job.144

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in

social psychological research: Conceptual, strategic, and statistical considerations.

Journal of Personality and Social Psychology, 51, 1173–1182. doi:10.1037/0022-

3514.51.6.1173

Brayfield, A. H., Wells, R. V., & Strate, M. W. (1957). Interrelationships among

measures of job satisfaction and general satisfaction. Journal of Applied

Psychology, 41, 201–205. doi:10.1037/h0048095

Bolden-Barrett, V. (2017, August). Study: Turnover costs employers $15,000 per worker.

HR Dive. Retrieved February 28, 2019 from

https://wwww.hrdive.com/news/study-turnover-costs-employers-15000-per-

worker/449142/

Caramela, S. (2017, December). Communication technology and inclusion will shape the

future of remote work. Business News Daily. Retrieved November 30, 2018 from

https://www.businessnewsdaily.com/8156-future-of-remote-work.html

Chambel, M. J., Carvalho, V. S., Cesário, F., & Lopes, S. (2017). The work-to-life

conflict mediation between job characteristics and well-being at work: Part-time

vs full-time employees. The Career Development International, 22, 142-164. doi:

10.1108/CDI-06-2016-0096

Cooper, C. D., & Kurland, N. B. (2002). Telecommuting, professional isolation and

employee development in public and private organizations. Journal of

Organizational Behavior, 23, 511–532. doi: 10.1002/job.145

Darley, L. (2017, September). The future of work: Flexible work arrangement. Forbes.

Retrieved November 30, 2018 from https://www.forbes.com/

Page 54: The Relationship Between Remote Work and Job Satisfaction

44

Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human

behavior. New York: Plenum.

Dubrin, A. J. (1991). Comparison of the job satisfaction and productivity of

telecommuters versus in-house employees: A research note on work in progress.

Psychological Reports, 68, 1223–1234. doi: 10.2466/PR0.68.4.1223-1234

Ellison, N. B. (2004). Telework and social change: How technology is reshaping the

boundaries between home and work. Westport, Conn: Praeger.

Faragher, E. B., Cass, M., & Cooper, C. L. (2005). The relationship between job

satisfaction and health: a meta-analysis. Occupational and Environmental

Medicine, 62, 105-112, doi: 10.1136/oem.2002.006734

Ferguson, M., Carlson, D., Boswell, W., Whitten, D., Butts, M. M., & Kacmar, K.

(2016). Tethered to work: A family systems approach linking mobile device use

to turnover intentions. Journal of Applied Psychology, 101, 520-534.

doi:10.1037/apl0000075

Feldman, D. C., & Gainey, T. W. (1997). Patterns of telecommuting and their

consequences: Framing the research agenda. Human Resource Management

Review, 7, 369–388. doi: 10.1016/S1053-4822(97)90025-5

Fitzer, M. M. (1997). Managing from afar: Performance and rewards in a telecommuting

environment. Compensation and Benefits Review, 29, 65-73. doi:

10.1177/088636879702900110

Fonner, K. L., & Roloff, M. E. (2010). Why teleworkers are more satisfied with their jobs

than are office-based workers: When less contact is beneficial. Journal of Applied

Communication Research, 38, 336-361. doi:10.1080/00909882.2010.513998

Gajendran, R. S., & Harrison, D. A. (2007). The good, the bad, and the unknown about

telecommuting: Meta-analysis of psychological mediators and individual

consequences. Journal of Applied Psychology, 92, 1524-1541. doi:10.1037/0021-

9010.92.6.1524

Gajendran, R. S., Harrison, D. A., & Delaney-Klinger, K. (2014). Are telecommuters

remotely good citizens? Unpacking telecommuting’s effects on performance via i-

deals and job resources. Personnel Psychology, 68, 353-393.

doi:10.1111/peps.12082

Gallup. (2017, February). State of the American workplace. Gallup News. Retrieved

November 17, 2017 from http://news.gallup.com

Page 55: The Relationship Between Remote Work and Job Satisfaction

45

Kelly Garrett, R., & Danziger, J. N. (2007). Which telework? Defining and testing a

taxonomy of technology-mediated work at a distance. Social Science Computer

Review, 25, 27–47. doi:10.1177/0894439306293819

Greenhaus, J. H., & Beutell, N. J. (1985). Sources of conflict between work and family

roles. The Academy of Management Review, 10, 76–88. doi:10.2307/258214.

Golden, T. D., & Veiga, J. F. (2005). The impact of extent of telecommuting on job

satisfaction: Resolving inconsistent findings. Journal of Management, 31, 301–

318. doi:10.1177/0149206304271768

Golden, T. D., Veiga, J. F., & Simsek, Z. (2006). Telecommuting’s differential impact on

work-family conflict: Is there no place like home? Journal of Applied Psychology,

91, 1340–1350. doi:10.1037/0021-9010.91.6.1340

Golden, T. D. (2006). The role of relationships in understanding telecommuter

satisfaction. Journal of Organizational Behavior, 27, 319-340.

doi:10.1002/job.369

Gözükara, İ., & Çolakoğlu, N. (2016). The mediating effect of work family conflict on

the relationship between job autonomy and job satisfaction. Procedia - Social and

Behavioral Sciences, 29, 253-266. doi:10.1016/j.sbspro.2016.07.136

Guimaraes, T., & Dallow, P. (1999). Empirically testing the benefits, problems, and

success factors for telecommuting programmes. European Journal of Information

Systems, 8, 40-54. doi: 10.1057/palgrave.ejis.3000317

Hackman, J. R., & Oldham, G. R. (1976). Motivation through the design of

work: Test of a theory. Organizational Behavior and Human Performance, 16,

250–279. doi:10.1016/0030-5073(76)90016-7

Hendricks, D. (2014, April). Is telecommuting the wave of the future? Forbes. Retrieved

November 17, 2017 from https://www.forbes.com

Jung, Y. (2011). Understanding the role of sense of presence and perceived autonomy in

users’ continued use of social virtual worlds. Journal of Computer-Mediated

Communication, 16, 492–510. doi:10.1111/j.1083-6101.2011.01540.x

Konradt, U., Hertel, G., & Schmook, R. (2003). Quality of management by objectives,

task-related stressors, and non-task-related stressors as predictors of stress and job

satisfaction among teleworkers. European Journal of Work and Organizational

Psychology, 12, 61–79. doi:10.1080/13594320344000020

Page 56: The Relationship Between Remote Work and Job Satisfaction

46

Kurland, N. B., & Bailey, D. E. (1999). Telework: The advantages and challenges of

working here, there, anywhere, and anytime. Organizational Dynamics, 28, 53-

68. doi:10.1016/S0090-2616(00)80016-9

Latest Telecommuting Statistics. (2017, March). Global workplace analytics. Retrieved

November 17, 2017 from http://globalworkplaceanalytics.com

Locke, E. A. (1976). The nature and causes of job satisfaction. In M. D. Dunnette (Ed.),

Handbook of industrial and organizational psychology (pp. 1297–1349). Chicago:

Rand McNally.

Mann, S., Varey, R., & Button, W. (2000). An exploration of the emotional impact of

tele-working via computer-mediated communication. Journal of Managerial

Psychology, 15, 668-690. doi: 10.1108/02683940010378054

Morgeson, F. P., & Humphrey, S. E. (2006). The work design questionnaire (WDQ):

Developing and validating a comprehensive measure for assessing job design and

the nature of work. Journal of Applied Psychology, 91, 1321–1339.

doi:10.1037/0021-9010.91.6.1321

Munir, F., Nielsen, K., Garde, A. H., Albertsen, K., & Carneiro, I. G. (2012). Mediating

the effects of work–life conflict between transformational leadership and health‐care workers’ job satisfaction and psychological wellbeing. Journal of Nursing

Management, 20, 512–521. doi: 10.1111/j.1365-2834.2011.01308.x

Nilles, J. M. (1994). Making telecommuting happen: A guide for telemanagers and

telecommuters. New York: Van Nostrand Reinhold.

Netemeyer, R. G., Boles, J. S., & McMurrian, R. (1996). Development and validation of

work–family conflict and family–work conflict scales. Journal of Applied

Psychology, 81, 400–410. doi: 10.1037/0021-9010.81.4.400

Parris, J. (2017, May). Remote work or telecommute: What's the difference. Retrieved

May 14, 2018 from http://workflexibility.org

Pepitone, J. (2013, February). Marissa Mayer: Yahoos can no longer work from home.

CNN News. Retrieved November 17, 2017 from http://money.cnn.com

Pinsonneault A., Boisvert, M. (2001). The impacts of telecommuting on organizations

and individuals: A review of the literature. In: Johnson NJ (ed.) Telecommuting

and virtual offices: Issues and opportunities. Hershey, PA: Idea Group, 163–85.

Page 57: The Relationship Between Remote Work and Job Satisfaction

47

Raghuram, S., & Wiesenfeld, B. (2004). Work-Nonwork Conflict and Job Stress among

Virtual Workers. Human Resource Management, 43, 259–277. doi:

10.1002/hrm.20019

Scott, C. R., & Timmerman, C. E. (1999). Communication technology use and multiple

workplace identifications among organizational teleworkers with varied degrees

of virtuality. IEEE Transactions on Professional Communication, 42, 240-260.

doi: 10.1109/47.807961

Spilker, M. A. A. (2015). Making telework work: The effect of telecommuting intensity

on employee work outcomes. Dissertation Abstracts International: Section B: The

Sciences and Engineering. ProQuest Information & Learning. Retrieved from

http://libaccess.sjlibrary.org/login?url=http://search.ebscohost.com/login.aspx?dir

ect=true&db=psyh&AN=2015-99220-315&site=ehost-live&scope=site

Virick, M., DaSilva, N., & Arrington, K. (2010). Moderators of the curvilinear relation

between extent of telecommuting and job and life satisfaction: The role of

performance outcome orientation and worker type. Human Relations, 63, 137–

154. doi:10.1177/0018726709349198

Wiesenfeld, B. M., Raghuram, S., & Garud, R. (1999). Communication patterns as

determinants of organizational identification in a virtual organization.

Organization Science, 10, 777–790. doi:10.1287/orsc.10.6.777

Page 58: The Relationship Between Remote Work and Job Satisfaction

48

Appendix

Survey Items

Remote Work (Schall, 2018)

1. Do you engage in remote work activities during the work week? Note: Remote

work is defined as performing regular work at a site other than the main office,

supported by technological connections (e.g., working remotely, working from

home, working from a coffee shop).

Job Satisfaction (Brayfield & Rothe, 1955)

1. I feel fairly satisfied with my present job.

2. Most days I am enthusiastic about my work.

3. Each day of work seems like it will never end.

4. I find real enjoyment in my work.

5. I consider my job rather unpleasant.

Work-Family Conflict (Netemyer, McMurrian, & Boles, 1996)

1. The demands of my work interfere with my home and family life.

2. The amount of time my job takes up makes it difficult to fulfill family responsibilities. 3. Things I want to do at home do not get done because of the demands my job puts on me. 4. My job produces strain that makes it difficult to fulfill family duties. 5. Due to work-related duties, I have to make changes to my plans for family activities.

Autonomy (Morgeson & Humphrey, 2006)

1. The job allows me to make my own decisions about how to schedule my work.

2. The job allows me to decide on the order in which things are done on the job.

3. The job allows me to plan how I do my work.

4. The job gives me a chance to use my own personal initiative or judgement in

carrying out the work.

5. The job allows me to make a lot of decisions on my own.

6. The job provides me with significant autonomy in making decisions.

7. The job allows me to make decisions about what methods I use to complete my

work.

8. The job gives me considerable opportunity for independence and freedom in

how I do the work.

Page 59: The Relationship Between Remote Work and Job Satisfaction

49

9. The job allows me to decide on my own how to go about doing my work.

Telecommuting Intensity (Golden, Veiga & Simsek, 2006; Spilker, 2014)

1. Please describe a typical week using the table below. In each box, please input

the number of hours worked at the location on a particular day. The number of

hours in the box should equal the number of hours worked during the week. For

example, if I worked an 8-hour day on Monday, 3 of which were at home and 5 of

which were at the office, I would record the hours as illustrated below.

2. In a typical week, how many hours do you spend working remotely?

3. What percentage of an average week do you spend working remotely? (0-

100%)